{"id":"W2750493357","doi":"10.18432/r2f04h","title":"A Review: Writing Academic Fiction","year":2017,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Literature; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006021565,0.0001277872,0.0001618482,0.0003083768,0.005948752,0.003955076,0.002540888,0.00006374611,0.002446579],"category_scores_gemma":[0.0007719633,0.0001100064,0.000163628,0.00003621041,0.0004695487,0.005369913,0.0003137668,0.002684907,0.0003598313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001525366,"about_ca_system_score_gemma":0.0001276738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002205055,"about_ca_topic_score_gemma":0.0001106434,"domain_scores_codex":[0.9974992,0.0003353608,0.0005163562,0.0002214035,0.001029922,0.0003977541],"domain_scores_gemma":[0.9976933,0.0002029786,0.0002700409,0.0005237054,0.001118768,0.000191233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001146013,0.0002391984,0.001380297,0.0001309398,0.0001688691,0.00006930008,0.03456632,0.00001045384,0.000399274,0.07542755,0.8625121,0.02498107],"study_design_scores_gemma":[0.000574882,0.0001287521,0.004403663,0.002389565,0.00001878634,0.000252885,0.003636273,0.0006913124,0.00001788228,0.02269599,0.9649938,0.0001961648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09155662,0.01153479,0.0002321925,0.1931911,0.003173227,0.0003743789,0.00006301052,0.0001019433,0.6997727],"genre_scores_gemma":[0.9655072,0.01833433,0.0001383024,0.0004877433,0.003134831,0.00003796912,0.00005043315,0.000023119,0.01228603],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8739506,"threshold_uncertainty_score":0.999616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2642721838097445,"score_gpt":0.4579813263529633,"score_spread":0.1937091425432187,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}